Test Data Profiling Report

Dataset statistics

Number of variables	27
Number of observations	378
Missing cells	802
Missing cells (%)	7.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	74.9 KiB
Average record size in memory	203.0 B

Variable types

Numeric	20
Categorical	4
Boolean	3

Alerts

`Nbr_Is_Dest_Cnt` has constant value ""	Constant
`Nbr_Never_Dest` has constant value ""	Constant
`Index` is highly overall correlated with `Node`	High correlation
`Nbr_Count` is highly overall correlated with `Pct_of_All_Nbrs` and 1 other fields	High correlation
`AODV_Msg_Nbr_Cnt` is highly overall correlated with `RREQs_From_Nbr` and 8 other fields	High correlation
`RREQs_Sent_To_Nbr` is highly overall correlated with `Node`	High correlation
`RREQs_From_Nbr` is highly overall correlated with `AODV_Msg_Nbr_Cnt` and 8 other fields	High correlation
`Nbr_Is_Orig_Cnt` is highly overall correlated with `AODV_Msg_Nbr_Cnt` and 3 other fields	High correlation
`All_RREPs_Rcvd_This_Node` is highly overall correlated with `Node`	High correlation
`RREPs_From_Nbr` is highly overall correlated with `AODV_Msg_Nbr_Cnt` and 8 other fields	High correlation
`RREP_Resp_Pct` is highly overall correlated with `AODV_Msg_Nbr_Cnt` and 9 other fields	High correlation
`Pct_Of_All_RREPs` is highly overall correlated with `AODV_Msg_Nbr_Cnt` and 8 other fields	High correlation
`Hop_Cnt_Over_1_Cnt` is highly overall correlated with `AODV_Msg_Nbr_Cnt` and 8 other fields	High correlation
`Hop_Cnt_Over_1_Pct` is highly overall correlated with `Black_Hole_Node`	High correlation
`High_Dest_Seq_Num_Inc_Cnt` is highly overall correlated with `High_Dest_Seq_Num_Inc_Pct` and 1 other fields	High correlation
`Avg_Resp_Dly` is highly overall correlated with `Avg_Resp_Dly_Per_Hop`	High correlation
`Avg_Resp_Dly_Per_Hop` is highly overall correlated with `Avg_Resp_Dly`	High correlation
`RERRs_From_Nbr` is highly overall correlated with `AODV_Msg_Nbr_Cnt` and 8 other fields	High correlation
`Pct_of_All_Nbrs` is highly overall correlated with `Nbr_Count` and 1 other fields	High correlation
`RREP_To_Nbrs_Ratio` is highly overall correlated with `AODV_Msg_Nbr_Cnt` and 8 other fields	High correlation
`Node` is highly overall correlated with `Index` and 4 other fields	High correlation
`Nbr_Node` is highly overall correlated with `High_Dest_Seq_Num_Inc_Pct` and 1 other fields	High correlation
`Nbr_Never_Orig` is highly overall correlated with `AODV_Msg_Nbr_Cnt` and 4 other fields	High correlation
`High_Dest_Seq_Num_Inc_Pct` is highly overall correlated with `RREPs_From_Nbr` and 6 other fields	High correlation
`Black_Hole_Node` is highly overall correlated with `RREPs_From_Nbr` and 7 other fields	High correlation
`High_Dest_Seq_Num_Inc_Pct` is highly imbalanced (77.1%)	Imbalance
`Black_Hole_Node` is highly imbalanced (74.7%)	Imbalance
`Hop_Cnt_Over_1_Pct` has 158 (41.8%) missing values	Missing
`High_Dest_Seq_Num_Inc_Pct` has 158 (41.8%) missing values	Missing
`Avg_Resp_Dly` has 164 (43.4%) missing values	Missing
`Avg_Resp_Dly_Per_Hop` has 164 (43.4%) missing values	Missing
`RERRs_From_Nbr_Pct` has 158 (41.8%) missing values	Missing
`Index` is uniformly distributed	Uniform
`Index` has unique values	Unique
`AODV_Msg_Nbr_Cnt` has 138 (36.5%) zeros	Zeros
`RREQs_From_Nbr` has 149 (39.4%) zeros	Zeros
`Nbr_Is_Orig_Cnt` has 279 (73.8%) zeros	Zeros
`RREPs_From_Nbr` has 158 (41.8%) zeros	Zeros
`RREP_Resp_Pct` has 158 (41.8%) zeros	Zeros
`Pct_Of_All_RREPs` has 158 (41.8%) zeros	Zeros
`Hop_Cnt_Over_1_Cnt` has 182 (48.1%) zeros	Zeros
`Hop_Cnt_Over_1_Pct` has 24 (6.3%) zeros	Zeros
`High_Dest_Seq_Num_Inc_Cnt` has 360 (95.2%) zeros	Zeros
`RERRs_From_Nbr` has 169 (44.7%) zeros	Zeros
`RERRs_From_Nbr_Pct` has 21 (5.6%) zeros	Zeros
`RREP_To_Nbrs_Ratio` has 158 (41.8%) zeros	Zeros

Reproduction

Analysis started	2023-04-11 15:08:28.559870
Analysis finished	2023-04-11 15:09:32.061253
Duration	1 minute and 3.5 seconds
Software version	ydata-profiling vv4.1.2
Download configuration	config.json

Index
Real number (ℝ)

HIGH CORRELATION UNIFORM UNIQUE

Distinct	378
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	189.5

Minimum	1
Maximum	378
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	1
5-th percentile	19.85
Q1	95.25
median	189.5
Q3	283.75
95-th percentile	359.15
Maximum	378
Range	377
Interquartile range (IQR)	188.5

Descriptive statistics

Standard deviation	109.26344
Coefficient of variation (CV)	0.57658809
Kurtosis	-1.2
Mean	189.5
Median Absolute Deviation (MAD)	94.5
Skewness	0
Sum	71631
Variance	11938.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.3%
249	1	0.3%
258	1	0.3%
257	1	0.3%
256	1	0.3%
255	1	0.3%
254	1	0.3%
253	1	0.3%
252	1	0.3%
251	1	0.3%
Other values (368)	368	97.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.3%
2	1	0.3%
3	1	0.3%
4	1	0.3%
5	1	0.3%
6	1	0.3%
7	1	0.3%
8	1	0.3%
9	1	0.3%
10	1	0.3%

Value	Count	Frequency (%)
378	1	0.3%
377	1	0.3%
376	1	0.3%
375	1	0.3%
374	1	0.3%
373	1	0.3%
372	1	0.3%
371	1	0.3%
370	1	0.3%
369	1	0.3%

Node
Categorical

Distinct	10
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	5.9 KiB

10.1.1.48	48
10.1.1.45	45
10.1.1.42	43
10.1.1.43	42
10.1.1.40	37
Other values (5)	163

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	3402
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	10.1.1.40
2nd row	10.1.1.40
3rd row	10.1.1.40
4th row	10.1.1.40
5th row	10.1.1.40

Common Values

Value	Count	Frequency (%)
10.1.1.48	48	12.7%
10.1.1.45	45	11.9%
10.1.1.42	43	11.4%
10.1.1.43	42	11.1%
10.1.1.40	37	9.8%
10.1.1.49	35	9.3%
10.1.1.47	35	9.3%
10.1.1.46	35	9.3%
10.1.1.44	34	9.0%
10.1.1.41	24	6.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
10.1.1.48	48	12.7%
10.1.1.45	45	11.9%
10.1.1.42	43	11.4%
10.1.1.43	42	11.1%
10.1.1.40	37	9.8%
10.1.1.49	35	9.3%
10.1.1.47	35	9.3%
10.1.1.46	35	9.3%
10.1.1.44	34	9.0%
10.1.1.41	24	6.3%

Most occurring characters

Value	Count	Frequency (%)
1	1158	34.0%
.	1134	33.3%
0	415	12.2%
4	412	12.1%
8	48	1.4%
5	45	1.3%
2	43	1.3%
3	42	1.2%
9	35	1.0%
7	35	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2268	66.7%
Other Punctuation	1134	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1158	51.1%
0	415	18.3%
4	412	18.2%
8	48	2.1%
5	45	2.0%
2	43	1.9%
3	42	1.9%
9	35	1.5%
7	35	1.5%
6	35	1.5%

Other Punctuation

Value	Count	Frequency (%)
.	1134	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3402	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1158	34.0%
.	1134	33.3%
0	415	12.2%
4	412	12.1%
8	48	1.4%
5	45	1.3%
2	43	1.3%
3	42	1.2%
9	35	1.0%
7	35	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3402	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1158	34.0%
.	1134	33.3%
0	415	12.2%
4	412	12.1%
8	48	1.4%
5	45	1.3%
2	43	1.3%
3	42	1.2%
9	35	1.0%
7	35	1.0%

Nbr_Node
Categorical

Distinct	50
Distinct (%)	13.2%
Missing	0
Missing (%)	0.0%
Memory size	5.9 KiB

10.1.1.31	10
10.1.1.36	10
10.1.1.30	10
10.1.1.20	10
10.1.1.2	10
Other values (45)	328

Length

Max length	9
Median length	9
Mean length	8.7910053
Min length	8

Characters and Unicode

Total characters	3323
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	10.1.1.37
2nd row	10.1.1.3
3rd row	10.1.1.5
4th row	10.1.1.12
5th row	10.1.1.41

Common Values

Value	Count	Frequency (%)
10.1.1.31	10	2.6%
10.1.1.36	10	2.6%
10.1.1.30	10	2.6%
10.1.1.20	10	2.6%
10.1.1.2	10	2.6%
10.1.1.1	10	2.6%
10.1.1.27	10	2.6%
10.1.1.37	10	2.6%
10.1.1.49	10	2.6%
10.1.1.3	10	2.6%
Other values (40)	278	73.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
10.1.1.31	10	2.6%
10.1.1.27	10	2.6%
10.1.1.5	10	2.6%
10.1.1.3	10	2.6%
10.1.1.49	10	2.6%
10.1.1.37	10	2.6%
10.1.1.34	10	2.6%
10.1.1.1	10	2.6%
10.1.1.2	10	2.6%
10.1.1.20	10	2.6%
Other values (40)	278	73.5%

Most occurring characters

Value	Count	Frequency (%)
1	1236	37.2%
.	1134	34.1%
0	415	12.5%
3	126	3.8%
4	107	3.2%
2	104	3.1%
7	45	1.4%
5	44	1.3%
6	40	1.2%
8	37	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2189	65.9%
Other Punctuation	1134	34.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1236	56.5%
0	415	19.0%
3	126	5.8%
4	107	4.9%
2	104	4.8%
7	45	2.1%
5	44	2.0%
6	40	1.8%
8	37	1.7%
9	35	1.6%

Other Punctuation

Value	Count	Frequency (%)
.	1134	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3323	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1236	37.2%
.	1134	34.1%
0	415	12.5%
3	126	3.8%
4	107	3.2%
2	104	3.1%
7	45	1.4%
5	44	1.3%
6	40	1.2%
8	37	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3323	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1236	37.2%
.	1134	34.1%
0	415	12.5%
3	126	3.8%
4	107	3.2%
2	104	3.1%
7	45	1.4%
5	44	1.3%
6	40	1.2%
8	37	1.1%

Nbr_Count
Real number (ℝ)

Distinct	8
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.936508

Minimum	24
Maximum	48
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	24
5-th percentile	24
Q1	35
median	37
Q3	43
95-th percentile	48
Maximum	48
Range	24
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	6.2338335
Coefficient of variation (CV)	0.16010253
Kurtosis	-0.096067988
Mean	38.936508
Median Absolute Deviation (MAD)	5
Skewness	-0.4499659
Sum	14718
Variance	38.86068
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
35	105	27.8%
48	48	12.7%
45	45	11.9%
43	43	11.4%
42	42	11.1%
37	37	9.8%
34	34	9.0%
24	24	6.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
24	24	6.3%
34	34	9.0%
35	105	27.8%
37	37	9.8%
42	42	11.1%
43	43	11.4%
45	45	11.9%
48	48	12.7%

Value	Count	Frequency (%)
48	48	12.7%
45	45	11.9%
43	43	11.4%
42	42	11.1%
37	37	9.8%
35	105	27.8%
34	34	9.0%
24	24	6.3%

Hello_Cnt
Real number (ℝ)

Distinct	73
Distinct (%)	19.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.074074

Minimum	0
Maximum	160
Zeros	1
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	11
median	19
Q3	34
95-th percentile	61.15
Maximum	160
Range	160
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	25.049337
Coefficient of variation (CV)	0.96069902
Kurtosis	10.67998
Mean	26.074074
Median Absolute Deviation (MAD)	10
Skewness	2.8671842
Sum	9856
Variance	627.4693
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13	22	5.8%
18	15	4.0%
11	15	4.0%
7	14	3.7%
4	14	3.7%
14	13	3.4%
9	13	3.4%
28	13	3.4%
10	10	2.6%
12	10	2.6%
Other values (63)	239	63.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.3%
1	5	1.3%
2	6	1.6%
3	2	0.5%
4	14	3.7%
5	8	2.1%
6	6	1.6%
7	14	3.7%
8	9	2.4%
9	13	3.4%

Value	Count	Frequency (%)
160	1	0.3%
148	1	0.3%
145	2	0.5%
144	2	0.5%
140	1	0.3%
136	2	0.5%
133	1	0.3%
84	1	0.3%
77	2	0.5%
75	1	0.3%

AODV_Msg_Nbr_Cnt
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	139
Distinct (%)	36.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	58.724868

Minimum	0
Maximum	444
Zeros	138
Zeros (%)	36.5%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	24
Q3	85.75
95-th percentile	224.2
Maximum	444
Range	444
Interquartile range (IQR)	85.75

Descriptive statistics

Standard deviation	84.003085
Coefficient of variation (CV)	1.4304517
Kurtosis	4.7084506
Mean	58.724868
Median Absolute Deviation (MAD)	24
Skewness	2.0596519
Sum	22198
Variance	7056.5183
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	138	36.5%
13	7	1.9%
16	6	1.6%
24	5	1.3%
83	5	1.3%
41	5	1.3%
34	4	1.1%
1	4	1.1%
36	4	1.1%
11	4	1.1%
Other values (129)	196	51.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	138	36.5%
1	4	1.1%
3	1	0.3%
4	1	0.3%
5	1	0.3%
6	2	0.5%
7	3	0.8%
8	2	0.5%
9	3	0.8%
10	1	0.3%

Value	Count	Frequency (%)
444	1	0.3%
433	1	0.3%
414	1	0.3%
403	1	0.3%
385	1	0.3%
356	1	0.3%
343	1	0.3%
341	1	0.3%
337	2	0.5%
326	1	0.3%

RREQs_Sent_To_Nbr
Real number (ℝ)

Distinct	9
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	220.83333

Minimum	111
Maximum	272
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	111
5-th percentile	111
Q1	200
median	214
Q3	259
95-th percentile	272
Maximum	272
Range	161
Interquartile range (IQR)	59

Descriptive statistics

Standard deviation	41.323865
Coefficient of variation (CV)	0.18712694
Kurtosis	0.7439764
Mean	220.83333
Median Absolute Deviation (MAD)	21
Skewness	-0.818677
Sum	83475
Variance	1707.6618
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
200	70	18.5%
272	48	12.7%
193	45	11.9%
203	43	11.4%
214	42	11.1%
261	37	9.8%
254	35	9.3%
259	34	9.0%
111	24	6.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
111	24	6.3%
193	45	11.9%
200	70	18.5%
203	43	11.4%
214	42	11.1%
254	35	9.3%
259	34	9.0%
261	37	9.8%
272	48	12.7%

Value	Count	Frequency (%)
272	48	12.7%
261	37	9.8%
259	34	9.0%
254	35	9.3%
214	42	11.1%
203	43	11.4%
200	70	18.5%
193	45	11.9%
111	24	6.3%

RREQs_From_Nbr
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	101
Distinct (%)	26.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.939153

Minimum	0
Maximum	241
Zeros	149
Zeros (%)	39.4%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	10
Q3	38
95-th percentile	128.6
Maximum	241
Range	241
Interquartile range (IQR)	38

Descriptive statistics

Standard deviation	43.042376
Coefficient of variation (CV)	1.5405755
Kurtosis	6.0168701
Mean	27.939153
Median Absolute Deviation (MAD)	10
Skewness	2.3421805
Sum	10561
Variance	1852.6462
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	149	39.4%
10	8	2.1%
38	8	2.1%
21	7	1.9%
13	7	1.9%
36	6	1.6%
8	6	1.6%
18	6	1.6%
17	6	1.6%
5	5	1.3%
Other values (91)	170	45.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	149	39.4%
1	5	1.3%
2	2	0.5%
3	2	0.5%
4	3	0.8%
5	5	1.3%
6	4	1.1%
7	1	0.3%
8	6	1.6%
9	5	1.3%

Value	Count	Frequency (%)
241	1	0.3%
239	1	0.3%
216	1	0.3%
200	1	0.3%
185	1	0.3%
180	1	0.3%
174	1	0.3%
173	1	0.3%
170	1	0.3%
166	1	0.3%

Nbr_Is_Orig_Cnt
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	26
Distinct (%)	6.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0925926

Minimum	0
Maximum	65
Zeros	279
Zeros (%)	73.8%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	14.15
Maximum	65
Range	65
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	7.0285057
Coefficient of variation (CV)	3.3587549
Kurtosis	27.291837
Mean	2.0925926
Median Absolute Deviation (MAD)	0
Skewness	4.8297628
Sum	791
Variance	49.399892
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	279	73.8%
1	40	10.6%
2	11	2.9%
4	8	2.1%
5	8	2.1%
3	5	1.3%
29	3	0.8%
8	2	0.5%
28	2	0.5%
15	2	0.5%
Other values (16)	18	4.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	279	73.8%
1	40	10.6%
2	11	2.9%
3	5	1.3%
4	8	2.1%
5	8	2.1%
6	1	0.3%
8	2	0.5%
10	2	0.5%
12	1	0.3%

Value	Count	Frequency (%)
65	1	0.3%
43	1	0.3%
39	1	0.3%
34	1	0.3%
33	1	0.3%
31	2	0.5%
30	1	0.3%
29	3	0.8%
28	2	0.5%
25	1	0.3%

Nbr_Never_Orig
Boolean

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

True	279
False	99

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	279	73.8%
False	99	26.2%

Nbr_Is_Dest_Cnt
Categorical

Distinct	1
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.9 KiB

0	378

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	378
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	378	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	378	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	378	100.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	378	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	378	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	378	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	378	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	378	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	378	100.0%

Nbr_Never_Dest
Boolean

Distinct	1
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

True	378

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	378	100.0%

All_RREPs_Rcvd_This_Node
Real number (ℝ)

Distinct	9
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	638.19577

Minimum	106
Maximum	961
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	106
5-th percentile	106
Q1	430
median	733
Q3	833
95-th percentile	961
Maximum	961
Range	855
Interquartile range (IQR)	403

Descriptive statistics

Standard deviation	287.48189
Coefficient of variation (CV)	0.45046034
Kurtosis	-0.73441404
Mean	638.19577
Median Absolute Deviation (MAD)	180
Skewness	-0.74461705
Sum	241238
Variance	82645.834
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
833	70	18.5%
961	48	12.7%
666	45	11.9%
913	43	11.4%
106	42	11.1%
733	37	9.8%
430	35	9.3%
518	34	9.0%
139	24	6.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
106	42	11.1%
139	24	6.3%
430	35	9.3%
518	34	9.0%
666	45	11.9%
733	37	9.8%
833	70	18.5%
913	43	11.4%
961	48	12.7%

Value	Count	Frequency (%)
961	48	12.7%
913	43	11.4%
833	70	18.5%
733	37	9.8%
666	45	11.9%
518	34	9.0%
430	35	9.3%
139	24	6.3%
106	42	11.1%

RREPs_From_Nbr
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	77
Distinct (%)	20.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.402116

Minimum	0
Maximum	272
Zeros	158
Zeros (%)	41.8%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4
Q3	23.75
95-th percentile	115
Maximum	272
Range	272
Interquartile range (IQR)	23.75

Descriptive statistics

Standard deviation	50.102888
Coefficient of variation (CV)	2.053219
Kurtosis	11.415264
Mean	24.402116
Median Absolute Deviation (MAD)	4
Skewness	3.2984036
Sum	9224
Variance	2510.2994
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	158	41.8%
2	12	3.2%
1	9	2.4%
3	8	2.1%
4	8	2.1%
5	8	2.1%
11	8	2.1%
22	7	1.9%
15	6	1.6%
12	6	1.6%
Other values (67)	148	39.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	158	41.8%
1	9	2.4%
2	12	3.2%
3	8	2.1%
4	8	2.1%
5	8	2.1%
6	6	1.6%
7	5	1.3%
8	4	1.1%
9	3	0.8%

Value	Count	Frequency (%)
272	2	0.5%
261	2	0.5%
259	2	0.5%
254	2	0.5%
214	2	0.5%
203	2	0.5%
200	2	0.5%
193	1	0.3%
151	1	0.3%
132	1	0.3%

RREP_Resp_Pct
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	145
Distinct (%)	38.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.108995

Minimum	0
Maximum	100
Zeros	158
Zeros (%)	41.8%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1.55
Q3	11.5
95-th percentile	55.8085
Maximum	100
Range	100
Interquartile range (IQR)	11.5

Descriptive statistics

Standard deviation	21.982118
Coefficient of variation (CV)	1.9787675
Kurtosis	8.9791469
Mean	11.108995
Median Absolute Deviation (MAD)	1.55
Skewness	3.0019878
Sum	4199.2
Variance	483.21351
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	158	41.8%
100	16	4.2%
0.93	4	1.1%
23	4	1.1%
6.9	3	0.8%
1.55	3	0.8%
1.47	3	0.8%
8.43	3	0.8%
8.81	3	0.8%
1.92	3	0.8%
Other values (135)	178	47.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	158	41.8%
0.38	1	0.3%
0.39	3	0.8%
0.47	1	0.3%
0.52	1	0.3%
0.74	1	0.3%
0.77	1	0.3%
0.9	3	0.8%
0.93	4	1.1%
0.99	1	0.3%

Value	Count	Frequency (%)
100	16	4.2%
65.02	1	0.3%
57.5	2	0.5%
55.51	1	0.3%
50.74	1	0.3%
48.5	2	0.5%
46.31	1	0.3%
45.96	1	0.3%
42.91	1	0.3%
39.41	1	0.3%

Pct_Of_All_RREPs
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	150
Distinct (%)	39.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.3795357

Minimum	0
Maximum	100
Zeros	158
Zeros (%)	41.8%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.68
Q3	4.2375
95-th percentile	16.7545
Maximum	100
Range	100
Interquartile range (IQR)	4.2375

Descriptive statistics

Standard deviation	11.078122
Coefficient of variation (CV)	2.5295198
Kurtosis	38.16954
Mean	4.3795357
Median Absolute Deviation (MAD)	0.68
Skewness	5.5765482
Sum	1655.4645
Variance	122.72479
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	158	41.8%
3	5	1.3%
5.52	4	1.1%
1.89	4	1.1%
5.04	3	0.8%
1.44	3	0.8%
0.45	3	0.8%
1.16	3	0.8%
0.6	3	0.8%
2.46	3	0.8%
Other values (140)	189	50.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	158	41.8%
0.14	1	0.3%
0.15	1	0.3%
0.19	2	0.5%
0.21	1	0.3%
0.22	1	0.3%
0.23	1	0.3%
0.24	2	0.5%
0.3	2	0.5%
0.31	2	0.5%

Value	Count	Frequency (%)
100	2	0.5%
79.85611511	1	0.3%
59.06976744	2	0.5%
50	2	0.5%
35.60709413	2	0.5%
28.97897898	1	0.3%
28.30385016	2	0.5%
24.53	1	0.3%
24.46	1	0.3%
24.00960384	2	0.5%

Hop_Cnt_Over_1_Cnt
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	56
Distinct (%)	14.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.277778

Minimum	0
Maximum	136
Zeros	182
Zeros (%)	48.1%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	15
95-th percentile	59.75
Maximum	136
Range	136
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	20.163643
Coefficient of variation (CV)	1.7879092
Kurtosis	8.3814885
Mean	11.277778
Median Absolute Deviation (MAD)	1
Skewness	2.6746408
Sum	4263
Variance	406.5725
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	182	48.1%
1	16	4.2%
4	12	3.2%
2	11	2.9%
10	10	2.6%
11	9	2.4%
3	9	2.4%
7	8	2.1%
18	8	2.1%
14	7	1.9%
Other values (46)	106	28.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	182	48.1%
1	16	4.2%
2	11	2.9%
3	9	2.4%
4	12	3.2%
5	6	1.6%
6	3	0.8%
7	8	2.1%
8	1	0.3%
9	3	0.8%

Value	Count	Frequency (%)
136	1	0.3%
110	1	0.3%
99	1	0.3%
94	1	0.3%
89	1	0.3%
83	2	0.5%
82	1	0.3%
76	1	0.3%
73	1	0.3%
69	2	0.5%

Hop_Cnt_Over_1_Pct
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	96
Distinct (%)	43.6%
Missing	158
Missing (%)	41.8%
Infinite	0
Infinite (%)	0.0%
Mean	67.847636

Minimum	0
Maximum	100
Zeros	24
Zeros (%)	6.3%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	50
median	78.02
Q3	92.215
95-th percentile	100
Maximum	100
Range	100
Interquartile range (IQR)	42.215

Descriptive statistics

Standard deviation	31.466314
Coefficient of variation (CV)	0.46377908
Kurtosis	-0.14939868
Mean	67.847636
Median Absolute Deviation (MAD)	18.5
Skewness	-0.96380571
Sum	14926.48
Variance	990.12893
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	37	9.8%
0	24	6.3%
50	10	2.6%
66.67	8	2.1%
40	4	1.1%
96.15	4	1.1%
83.33	4	1.1%
33.33	3	0.8%
90.91	3	0.8%
68.57	3	0.8%
Other values (86)	120	31.7%
(Missing)	158	41.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	24	6.3%
20	1	0.3%
25	2	0.5%
28.57	3	0.8%
30	1	0.3%
31.75	1	0.3%
33.33	3	0.8%
36.36	1	0.3%
37.25	1	0.3%
38.89	1	0.3%

Value	Count	Frequency (%)
100	37	9.8%
97.87	1	0.3%
97.56	1	0.3%
97.06	1	0.3%
96.15	4	1.1%
95.83	1	0.3%
95.45	2	0.5%
95.35	1	0.3%
94.44	1	0.3%
94.12	3	0.8%

High_Dest_Seq_Num_Inc_Cnt
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	11
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.6084656

Minimum	0
Maximum	272
Zeros	360
Zeros (%)	95.2%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	272
Range	272
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	46.526227
Coefficient of variation (CV)	4.8422119
Kurtosis	21.417242
Mean	9.6084656
Median Absolute Deviation (MAD)	0
Skewness	4.7753264
Sum	3632
Variance	2164.6898
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	360	95.2%
1	2	0.5%
200	2	0.5%
203	2	0.5%
214	2	0.5%
254	2	0.5%
259	2	0.5%
261	2	0.5%
272	2	0.5%
111	1	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	360	95.2%
1	2	0.5%
111	1	0.3%
193	1	0.3%
200	2	0.5%
203	2	0.5%
214	2	0.5%
254	2	0.5%
259	2	0.5%
261	2	0.5%

Value	Count	Frequency (%)
272	2	0.5%
261	2	0.5%
259	2	0.5%
254	2	0.5%
214	2	0.5%
203	2	0.5%
200	2	0.5%
193	1	0.3%
111	1	0.3%
1	2	0.5%

High_Dest_Seq_Num_Inc_Pct
Categorical

HIGH CORRELATION IMBALANCE MISSING

Distinct	4
Distinct (%)	1.8%
Missing	158
Missing (%)	41.8%
Memory size	5.9 KiB

0.0	202
100.0	16
12.5	1
6.67	1

Length

Max length	5
Median length	3
Mean length	3.1545455
Min length	3

Characters and Unicode

Total characters	694
Distinct characters	7
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	0.9%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	202	53.4%
100.0	16	4.2%
12.5	1	0.3%
6.67	1	0.3%
(Missing)	158	41.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	202	91.8%
100.0	16	7.3%
12.5	1	0.5%
6.67	1	0.5%

Most occurring characters

Value	Count	Frequency (%)
0	452	65.1%
.	220	31.7%
1	17	2.4%
6	2	0.3%
2	1	0.1%
5	1	0.1%
7	1	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	474	68.3%
Other Punctuation	220	31.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	452	95.4%
1	17	3.6%
6	2	0.4%
2	1	0.2%
5	1	0.2%
7	1	0.2%

Other Punctuation

Value	Count	Frequency (%)
.	220	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	694	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	452	65.1%
.	220	31.7%
1	17	2.4%
6	2	0.3%
2	1	0.1%
5	1	0.1%
7	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	694	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	452	65.1%
.	220	31.7%
1	17	2.4%
6	2	0.3%
2	1	0.1%
5	1	0.1%
7	1	0.1%

Avg_Resp_Dly
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	191
Distinct (%)	89.3%
Missing	164
Missing (%)	43.4%
Infinite	0
Infinite (%)	0.0%
Mean	2.4795477

Minimum	0.005808
Maximum	5.246532
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0.005808
5-th percentile	0.36039559
Q1	1.7648783
median	2.5696854
Q3	3.2871231
95-th percentile	4.2729725
Maximum	5.246532
Range	5.240724
Interquartile range (IQR)	1.5222447

Descriptive statistics

Standard deviation	1.1315999
Coefficient of variation (CV)	0.45637353
Kurtosis	-0.35231036
Mean	2.4795477
Median Absolute Deviation (MAD)	0.77695363
Skewness	-0.1961299
Sum	530.6232
Variance	1.2805184
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.275154	2	0.5%
2.222242478	2	0.5%
2.966004	2	0.5%
2.609925333	2	0.5%
2.979843229	2	0.5%
3.578571295	2	0.5%
2.353775609	2	0.5%
4.57753624	2	0.5%
1.341238909	2	0.5%
3.534384072	2	0.5%
Other values (181)	194	51.3%
(Missing)	164	43.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.005808	1	0.3%
0.0136725	1	0.3%
0.017664	1	0.3%
0.02700775	2	0.5%
0.027943667	1	0.3%
0.12149575	1	0.3%
0.26499	1	0.3%
0.326765	1	0.3%
0.350953	1	0.3%
0.358436667	1	0.3%

Value	Count	Frequency (%)
5.246532	1	0.3%
4.807704	1	0.3%
4.775200333	1	0.3%
4.7432248	1	0.3%
4.720705769	1	0.3%
4.57753624	2	0.5%
4.472448234	1	0.3%
4.3191378	1	0.3%
4.294276059	1	0.3%
4.291812412	1	0.3%

Avg_Resp_Dly_Per_Hop
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	191
Distinct (%)	89.3%
Missing	164
Missing (%)	43.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.58583649

Minimum	0.002904
Maximum	2.8807045
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0.002904
5-th percentile	0.099038868
Q1	0.40121027
median	0.57582248
Q3	0.78867219
95-th percentile	0.99858994
Maximum	2.8807045
Range	2.8778005
Interquartile range (IQR)	0.38746193

Descriptive statistics

Standard deviation	0.32586224
Coefficient of variation (CV)	0.55623411
Kurtosis	12.170481
Mean	0.58583649
Median Absolute Deviation (MAD)	0.18841238
Skewness	1.9470294
Sum	125.36901
Variance	0.1061862
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.480730592	2	0.5%
0.812302725	2	0.5%
0.415334718	2	0.5%
1.0294065	2	0.5%
0.006001396	2	0.5%
0.916393714	2	0.5%
0.370851458	2	0.5%
0.479314045	2	0.5%
0.796855799	2	0.5%
0.765961518	2	0.5%
Other values (181)	194	51.3%
(Missing)	164	43.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.002904	1	0.3%
0.005588733	1	0.3%
0.005888	1	0.3%
0.006001396	2	0.5%
0.010383	1	0.3%
0.032873875	1	0.3%
0.043850926	1	0.3%
0.070563832	1	0.3%
0.088126872	1	0.3%
0.095771444	1	0.3%

Value	Count	Frequency (%)
2.8807045	1	0.3%
2.085936833	1	0.3%
1.168351417	2	0.5%
1.163595773	1	0.3%
1.138943288	1	0.3%
1.111085741	1	0.3%
1.037995143	1	0.3%
1.0294065	2	0.5%
1.024248499	1	0.3%
0.984773792	1	0.3%

RERRs_From_Nbr
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	55
Distinct (%)	14.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.589947

Minimum	0
Maximum	86
Zeros	169
Zeros (%)	44.7%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	17
95-th percentile	44.15
Maximum	86
Range	86
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	16.488517
Coefficient of variation (CV)	1.5569971
Kurtosis	4.9165007
Mean	10.589947
Median Absolute Deviation (MAD)	2
Skewness	2.1229897
Sum	4003
Variance	271.8712
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	169	44.7%
3	19	5.0%
2	13	3.4%
4	12	3.2%
10	10	2.6%
5	9	2.4%
11	8	2.1%
1	8	2.1%
24	8	2.1%
7	7	1.9%
Other values (45)	115	30.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	169	44.7%
1	8	2.1%
2	13	3.4%
3	19	5.0%
4	12	3.2%
5	9	2.4%
6	2	0.5%
7	7	1.9%
8	3	0.8%
9	3	0.8%

Value	Count	Frequency (%)
86	1	0.3%
83	2	0.5%
82	1	0.3%
79	1	0.3%
71	1	0.3%
65	2	0.5%
58	2	0.5%
57	1	0.3%
56	1	0.3%
55	1	0.3%

RERRs_From_Nbr_Pct
Real number (ℝ)

MISSING ZEROS

Distinct	132
Distinct (%)	60.0%
Missing	158
Missing (%)	41.8%
Infinite	0
Infinite (%)	0.0%
Mean	100.72082

Minimum	0
Maximum	1400
Zeros	21
Zeros (%)	5.6%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	38.2325
median	69.535
Q3	111.2775
95-th percentile	288.125
Maximum	1400
Range	1400
Interquartile range (IQR)	73.045

Descriptive statistics

Standard deviation	136.02558
Coefficient of variation (CV)	1.350521
Kurtosis	40.707299
Mean	100.72082
Median Absolute Deviation (MAD)	34.915
Skewness	5.2634365
Sum	22158.58
Variance	18502.959
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	21	5.6%
100	11	2.9%
33.33	6	1.6%
150	5	1.3%
50	4	1.1%
300	4	1.1%
75	4	1.1%
66.67	3	0.8%
87.5	3	0.8%
57.14	3	0.8%
Other values (122)	156	41.3%
(Missing)	158	41.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	21	5.6%
10	1	0.3%
11.76	1	0.3%
12	1	0.3%
14.29	1	0.3%
16.67	1	0.3%
18.18	1	0.3%
21.21	1	0.3%
22.22	1	0.3%
24.74	2	0.5%

Value	Count	Frequency (%)
1400	1	0.3%
650	1	0.3%
633.33	1	0.3%
600	1	0.3%
566.67	1	0.3%
550	1	0.3%
350	1	0.3%
300	4	1.1%
287.5	1	0.3%
283.33	1	0.3%

Pct_of_All_Nbrs
Real number (ℝ)

Distinct	8
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.6458466

Minimum	2.08
Maximum	4.17
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	2.08
5-th percentile	2.08
Q1	2.33
median	2.7
Q3	2.86
95-th percentile	4.17
Maximum	4.17
Range	2.09
Interquartile range (IQR)	0.53

Descriptive statistics

Standard deviation	0.5004141
Coefficient of variation (CV)	0.18913194
Kurtosis	2.8653759
Mean	2.6458466
Median Absolute Deviation (MAD)	0.32
Skewness	1.5441537
Sum	1000.13
Variance	0.25041427
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
2.86	105	27.8%
2.08	48	12.7%
2.22	45	11.9%
2.33	43	11.4%
2.38	42	11.1%
2.7	37	9.8%
2.94	34	9.0%
4.17	24	6.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.08	48	12.7%
2.22	45	11.9%
2.33	43	11.4%
2.38	42	11.1%
2.7	37	9.8%
2.86	105	27.8%
2.94	34	9.0%
4.17	24	6.3%

Value	Count	Frequency (%)
4.17	24	6.3%
2.94	34	9.0%
2.86	105	27.8%
2.7	37	9.8%
2.38	42	11.1%
2.33	43	11.4%
2.22	45	11.9%
2.08	48	12.7%

RREP_To_Nbrs_Ratio
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	155
Distinct (%)	41.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.6524328

Minimum	0
Maximum	42.016807
Zeros	158
Zeros (%)	41.8%
Negative	0
Negative (%)	0.0%
Memory size	5.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.24395168
Q3	1.4685315
95-th percentile	6.2679851
Maximum	42.016807
Range	42.016807
Interquartile range (IQR)	1.4685315

Descriptive statistics

Standard deviation	4.1984233
Coefficient of variation (CV)	2.5407528
Kurtosis	48.080481
Mean	1.6524328
Median Absolute Deviation (MAD)	0.24395168
Skewness	6.0656556
Sum	624.61961
Variance	17.626758
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	158	41.8%
1.93006993	4	1.1%
0.794117647	4	1.1%
0.911111111	3	0.8%
0.201923077	3	0.8%
1.111111111	3	0.8%
0.202702703	3	0.8%
1.208633094	3	0.8%
0.172661871	3	0.8%
0.251851852	3	0.8%
Other values (145)	191	50.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	158	41.8%
0.051851852	1	0.3%
0.06462585	2	0.5%
0.067567568	1	0.3%
0.08041958	1	0.3%
0.083916084	2	0.5%
0.094420601	1	0.3%
0.100961538	1	0.3%
0.132653061	1	0.3%
0.135135135	2	0.5%

Value	Count	Frequency (%)
42.01680672	2	0.5%
20.65376484	2	0.5%
19.15014751	1	0.3%
17.00680272	2	0.5%
13.60762027	2	0.5%
13.18781264	2	0.5%
13.05359413	1	0.3%
10.30672269	1	0.3%
9.54265756	2	0.5%
8.394966378	2	0.5%

Black_Hole_Node
Boolean

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

False	362
True	16

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	362	95.8%
True	16	4.2%

Auto

Heatmap
Table

	Index	Nbr_Count	Hello_Cnt	AODV_Msg_Nbr_Cnt	RREQs_Sent_To_Nbr	RREQs_From_Nbr	Nbr_Is_Orig_Cnt	All_RREPs_Rcvd_This_Node	RREPs_From_Nbr	RREP_Resp_Pct	Pct_Of_All_RREPs	Hop_Cnt_Over_1_Cnt	Hop_Cnt_Over_1_Pct	High_Dest_Seq_Num_Inc_Cnt	Avg_Resp_Dly	Avg_Resp_Dly_Per_Hop	RERRs_From_Nbr	RERRs_From_Nbr_Pct	Pct_of_All_Nbrs	RREP_To_Nbrs_Ratio	Node	Nbr_Node	Nbr_Never_Orig	High_Dest_Seq_Num_Inc_Pct	Black_Hole_Node
Index	1.000	0.132	-0.002	-0.013	0.151	-0.035	-0.001	0.235	0.011	-0.002	-0.037	0.012	-0.080	-0.018	0.083	0.161	-0.020	-0.123	-0.132	-0.027	0.859	0.000	0.100	0.047	0.000
Nbr_Count	0.132	1.000	-0.075	-0.036	0.245	-0.052	-0.021	0.493	0.005	-0.014	-0.056	0.014	0.003	-0.028	0.057	0.015	-0.017	-0.084	-1.000	-0.015	0.995	0.000	0.000	0.000	0.000
Hello_Cnt	-0.002	-0.075	1.000	0.286	0.011	0.235	0.168	-0.038	0.232	0.227	0.248	0.182	-0.064	0.121	0.059	0.063	0.177	-0.072	0.075	0.246	0.000	0.167	0.159	0.000	0.143
AODV_Msg_Nbr_Cnt	-0.013	-0.036	0.286	1.000	0.033	0.909	0.581	0.099	0.875	0.866	0.864	0.846	-0.062	0.122	0.236	0.303	0.873	0.044	0.036	0.866	0.084	0.166	0.550	0.248	0.326
RREQs_Sent_To_Nbr	0.151	0.245	0.011	0.033	1.000	0.015	-0.050	0.249	-0.019	-0.068	-0.057	-0.026	0.112	0.054	0.199	-0.049	-0.075	-0.005	-0.245	-0.043	0.993	0.000	0.120	0.092	0.000
RREQs_From_Nbr	-0.035	-0.052	0.235	0.909	0.015	1.000	0.606	0.063	0.717	0.709	0.720	0.862	0.092	-0.176	0.119	0.194	0.905	0.281	0.052	0.720	0.000	0.167	0.527	0.338	0.000
Nbr_Is_Orig_Cnt	-0.001	-0.021	0.168	0.581	-0.050	0.606	1.000	0.083	0.496	0.494	0.494	0.575	-0.028	-0.067	-0.036	0.121	0.610	0.187	0.021	0.495	0.108	0.322	0.436	0.229	0.000
All_RREPs_Rcvd_This_Node	0.235	0.493	-0.038	0.099	0.249	0.063	0.083	1.000	0.189	0.172	0.057	0.226	0.114	-0.041	0.226	0.240	0.143	-0.206	-0.493	0.076	0.996	0.000	0.139	0.044	0.000
RREPs_From_Nbr	0.011	0.005	0.232	0.875	-0.019	0.717	0.496	0.189	1.000	0.997	0.972	0.825	-0.212	0.353	0.346	0.441	0.772	-0.445	-0.005	0.976	0.034	0.367	0.454	0.537	0.964
RREP_Resp_Pct	-0.002	-0.014	0.227	0.866	-0.068	0.709	0.494	0.172	0.997	1.000	0.978	0.819	-0.231	0.353	0.309	0.435	0.767	-0.456	0.014	0.979	0.000	0.397	0.535	0.555	0.992
Pct_Of_All_RREPs	-0.037	-0.056	0.248	0.864	-0.057	0.720	0.494	0.057	0.972	0.978	1.000	0.786	-0.293	0.365	0.192	0.314	0.759	-0.349	0.056	0.998	0.121	0.220	0.286	0.534	0.939
Hop_Cnt_Over_1_Cnt	0.012	0.014	0.182	0.846	-0.026	0.862	0.575	0.226	0.825	0.819	0.786	1.000	0.363	-0.181	0.426	0.439	0.914	-0.056	-0.014	0.790	0.034	0.201	0.509	0.000	0.000
Hop_Cnt_Over_1_Pct	-0.080	0.003	-0.064	-0.062	0.112	0.092	-0.028	0.114	-0.212	-0.231	-0.293	0.363	1.000	-0.441	0.406	-0.023	0.133	0.148	-0.003	-0.295	0.088	0.353	0.323	0.493	0.776
High_Dest_Seq_Num_Inc_Cnt	-0.018	-0.028	0.121	0.122	0.054	-0.176	-0.067	-0.041	0.353	0.353	0.365	-0.181	-0.441	1.000	-0.008	-0.058	-0.171	-0.375	0.028	0.366	0.080	0.484	0.088	0.569	0.997
Avg_Resp_Dly	0.083	0.057	0.059	0.236	0.199	0.119	-0.036	0.226	0.346	0.309	0.192	0.426	0.406	-0.008	1.000	0.652	0.148	-0.254	-0.057	0.217	0.100	0.217	0.184	0.000	0.000
Avg_Resp_Dly_Per_Hop	0.161	0.015	0.063	0.303	-0.049	0.194	0.121	0.240	0.441	0.435	0.314	0.439	-0.023	-0.058	0.652	1.000	0.264	-0.306	-0.015	0.341	0.140	0.316	0.229	0.000	0.000
RERRs_From_Nbr	-0.020	-0.017	0.177	0.873	-0.075	0.905	0.610	0.143	0.772	0.767	0.759	0.914	0.133	-0.171	0.148	0.264	1.000	0.434	0.017	0.760	0.031	0.183	0.588	0.159	0.031
RERRs_From_Nbr_Pct	-0.123	-0.084	-0.072	0.044	-0.005	0.281	0.187	-0.206	-0.445	-0.456	-0.349	-0.056	0.148	-0.375	-0.254	-0.306	0.434	1.000	0.084	-0.367	0.097	0.250	0.000	0.200	0.000
Pct_of_All_Nbrs	-0.132	-1.000	0.075	0.036	-0.245	0.052	0.021	-0.493	-0.005	0.014	0.056	-0.014	-0.003	0.028	-0.057	-0.015	0.017	0.084	1.000	0.015	0.995	0.000	0.000	0.018	0.000
RREP_To_Nbrs_Ratio	-0.027	-0.015	0.246	0.866	-0.043	0.720	0.495	0.076	0.976	0.979	0.998	0.790	-0.295	0.366	0.217	0.341	0.760	-0.367	0.015	1.000	0.077	0.284	0.232	0.526	0.911
Node	0.859	0.995	0.000	0.084	0.993	0.000	0.108	0.996	0.034	0.000	0.121	0.034	0.088	0.080	0.100	0.140	0.031	0.097	0.995	0.077	1.000	0.000	0.118	0.000	0.000
Nbr_Node	0.000	0.000	0.167	0.166	0.000	0.167	0.322	0.000	0.367	0.397	0.220	0.201	0.353	0.484	0.217	0.316	0.183	0.250	0.000	0.284	0.000	1.000	0.397	0.517	0.934
Nbr_Never_Orig	0.100	0.000	0.159	0.550	0.120	0.527	0.436	0.139	0.454	0.535	0.286	0.509	0.323	0.088	0.184	0.229	0.588	0.000	0.000	0.232	0.118	0.397	1.000	0.240	0.098
High_Dest_Seq_Num_Inc_Pct	0.047	0.000	0.000	0.248	0.092	0.338	0.229	0.044	0.537	0.555	0.534	0.000	0.493	0.569	0.000	0.000	0.159	0.200	0.018	0.526	0.000	0.517	0.240	1.000	0.995
Black_Hole_Node	0.000	0.000	0.143	0.326	0.000	0.000	0.000	0.000	0.964	0.992	0.939	0.000	0.776	0.997	0.000	0.000	0.031	0.000	0.000	0.911	0.000	0.934	0.098	0.995	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	Index	Node	Nbr_Node	Nbr_Count	Hello_Cnt	AODV_Msg_Nbr_Cnt	RREQs_Sent_To_Nbr	RREQs_From_Nbr	Nbr_Is_Orig_Cnt	Nbr_Never_Orig	Nbr_Never_Dest	All_RREPs_Rcvd_This_Node	RREPs_From_Nbr	RREP_Resp_Pct	Pct_Of_All_RREPs	Hop_Cnt_Over_1_Cnt	Hop_Cnt_Over_1_Pct	High_Dest_Seq_Num_Inc_Cnt	High_Dest_Seq_Num_Inc_Pct	Avg_Resp_Dly	Avg_Resp_Dly_Per_Hop	RERRs_From_Nbr	RERRs_From_Nbr_Pct	Pct_of_All_Nbrs	RREP_To_Nbrs_Ratio	Black_Hole_Node
0	1	10.1.1.40	10.1.1.37	37	12	46	261	37	1	False	True	733	5	1.92	0.680000	5	100.00	0	0.0	4.743225	0.458547	4	80.00	2.7	0.251852	False
1	2	10.1.1.40	10.1.1.3	37	19	0	261	0	0	True	True	733	0	0.00	0.000000	0	NaN	0	NaN	NaN	NaN	0	NaN	2.7	0.000000	False
2	3	10.1.1.40	10.1.1.5	37	41	34	261	18	0	True	True	733	14	5.36	1.910000	14	100.00	0	0.0	3.986430	0.619930	2	14.29	2.7	0.707407	False
3	4	10.1.1.40	10.1.1.12	37	62	171	261	138	34	False	True	733	18	6.90	2.460000	17	94.44	0	0.0	3.605955	0.588845	15	83.33	2.7	0.911111	False
4	5	10.1.1.40	10.1.1.41	37	133	433	261	239	1	False	True	733	112	42.91	15.280000	89	79.46	0	0.0	2.620496	0.412112	82	73.21	2.7	5.659259	False
5	6	10.1.1.40	10.1.1.50	37	41	72	261	38	0	True	True	733	22	8.43	3.000000	22	100.00	0	0.0	3.517327	0.468147	12	54.55	2.7	1.111111	False
6	7	10.1.1.40	10.1.1.34	37	9	44	261	33	0	True	True	733	5	1.92	0.680000	5	100.00	0	0.0	2.655853	0.394568	6	120.00	2.7	0.251852	False
7	8	10.1.1.40	10.1.1.47	37	7	0	261	0	0	True	True	733	0	0.00	0.000000	0	NaN	0	NaN	NaN	NaN	0	NaN	2.7	0.000000	False
8	9	10.1.1.40	10.1.1.2	37	18	120	261	59	2	False	True	733	38	14.56	5.180000	25	65.79	0	0.0	1.764827	0.362862	23	60.53	2.7	1.918519	False
9	10	10.1.1.40	10.1.1.45	37	26	265	261	0	0	True	True	733	261	100.00	35.607094	0	0.00	261	100.0	3.236583	0.582365	0	0.00	2.7	13.187813	True

	Index	Node	Nbr_Node	Nbr_Count	Hello_Cnt	AODV_Msg_Nbr_Cnt	RREQs_Sent_To_Nbr	RREQs_From_Nbr	Nbr_Is_Orig_Cnt	Nbr_Never_Orig	Nbr_Never_Dest	All_RREPs_Rcvd_This_Node	RREPs_From_Nbr	RREP_Resp_Pct	Pct_Of_All_RREPs	Hop_Cnt_Over_1_Cnt	Hop_Cnt_Over_1_Pct	High_Dest_Seq_Num_Inc_Cnt	High_Dest_Seq_Num_Inc_Pct	Avg_Resp_Dly	Avg_Resp_Dly_Per_Hop	RERRs_From_Nbr	RERRs_From_Nbr_Pct	Pct_of_All_Nbrs	RREP_To_Nbrs_Ratio	Black_Hole_Node
368	369	10.1.1.49	10.1.1.19	35	12	0	254	0	0	True	True	430	0	0.00	0.000000	0	NaN	0	NaN	NaN	NaN	0	NaN	2.86	0.000000	False
369	370	10.1.1.49	10.1.1.44	35	9	0	254	0	0	True	True	430	0	0.00	0.000000	0	NaN	0	NaN	NaN	NaN	0	NaN	2.86	0.000000	False
370	371	10.1.1.49	10.1.1.49	35	44	240	254	0	0	True	True	430	254	100.00	59.069767	0	0.00	254	100.0	2.647915	0.472312	0	0.0	2.86	20.653765	True
371	372	10.1.1.49	10.1.1.6	35	11	0	254	0	0	True	True	430	0	0.00	0.000000	0	NaN	0	NaN	NaN	NaN	0	NaN	2.86	0.000000	False
372	373	10.1.1.49	10.1.1.36	35	5	0	254	0	0	True	True	430	0	0.00	0.000000	0	NaN	0	NaN	NaN	NaN	0	NaN	2.86	0.000000	False
373	374	10.1.1.49	10.1.1.7	35	18	50	254	46	0	True	True	430	4	1.57	0.930000	1	25.00	0	0.0	0.121496	0.032874	0	0.0	2.86	0.325175	False
374	375	10.1.1.49	10.1.1.32	35	2	0	254	0	0	True	True	430	0	0.00	0.000000	0	NaN	0	NaN	NaN	NaN	0	NaN	2.86	0.000000	False
375	376	10.1.1.49	10.1.1.28	35	31	139	254	104	0	True	True	430	14	5.51	3.260000	4	28.57	0	0.0	1.804936	0.406326	21	150.0	2.86	1.139860	False
376	377	10.1.1.49	10.1.1.16	35	22	127	254	72	33	False	True	430	21	8.27	4.880000	16	76.19	0	0.0	2.043878	0.431980	34	161.9	2.86	1.706294	False
377	378	10.1.1.49	10.1.1.46	35	7	13	254	12	0	True	True	430	1	0.39	0.230000	1	100.00	0	0.0	3.335482	0.476497	0	0.0	2.86	0.080420	False

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample